Solving partial differential equations with uncertain coefficients through a surrogate forward neural network model

Implementing a surrogate forward modeling to solve partial differential equations with uncertain equations using NN - keras

based on :

• https://www.semanticscholar.org/paper/Solving-PDE-problems-with-uncertainty-using-Khoo-Lu/ffacc17153bf122cc8a726adca6b468cd5fecb54
• https://arxiv.org/pdf/1707.03351.pdf